{"id":"W583394885","doi":"","title":"On Benefits by Lucius Annaeus Seneca (review)","year":2014,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00448165,0.0008538972,0.001932413,0.004231027,0.0004944595,0.002505547,0.0008373269,0.002373018,0.005541333],"category_scores_gemma":[0.01514705,0.0004239248,0.0007330778,0.005898269,0.00171913,0.002857415,0.002463693,0.002978908,0.001396086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386303,"about_ca_system_score_gemma":0.005594929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005722232,"about_ca_topic_score_gemma":0.01327872,"domain_scores_codex":[0.9978275,0.0008905275,0.0002543018,0.000168175,0.0007270166,0.0001324636],"domain_scores_gemma":[0.991334,0.005702268,0.001222227,0.0002116679,0.001125721,0.0004040884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000210263,0.00002586852,0.0003451146,0.03946453,0.0004489697,0.0001054688,0.0003042746,0.0001131361,0.0001343736,0.007638889,0.5361412,0.4150678],"study_design_scores_gemma":[0.00009302034,0.00004286264,0.00201666,0.03937501,0.000515861,0.0003320521,0.0001852059,0.00002051176,0.00006939277,0.002703926,0.9546269,0.00001874072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003417368,0.9928694,0.00001530212,0.005429802,0.001211639,0.000002158155,0.00001578194,0.000001356992,0.0004203915],"genre_scores_gemma":[0.001168892,0.9900376,0.00006801916,0.005021572,0.002857099,0.00001408224,0.00002374377,0.000002844245,0.0008062334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005722232,"threshold_uncertainty_score":0.02370149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147145412143456,"score_gpt":0.2396662194836554,"score_spread":0.2281947653622208,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}